SOFTWARE ANOMALY DETECTION

A method, computer system, and a computer program product for software anomaly detection is provided. The present invention may include, receiving a target source code including a sequence of tokens. The present invention may also include, determining a probability of a candidate token in the sequen...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Ross, Steven I, Houde, Stephanie, Strobelt, Hendrik, Martinez, Fernando Carlos
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:A method, computer system, and a computer program product for software anomaly detection is provided. The present invention may include, receiving a target source code including a sequence of tokens. The present invention may also include, determining a probability of a candidate token in the sequence of tokens based on a context of other tokens in the sequence of tokens. The present invention may further include, in response to the determined probability of the candidate token satisfying a low probability threshold, detecting a low probability region in the received target source code, wherein the detected low probability region is associated with the candidate token satisfying the low probability threshold.